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08/25/2022
Neuro-Dynamic State Estimation for Networked Microgrids
We devise neuro-dynamic state estimation (Neuro-DSE), a learning-based d...
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03/22/2021
Provably Correct Optimization and Exploration with Non-linear Policies
Policy optimization methods remain a powerful workhorse in empirical Rei...
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03/15/2020
Provably Efficient Exploration for RL with Unsupervised Learning
We study how to use unsupervised learning for efficient exploration in r...
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12/24/2019
Adaptive Distraction Context Aware Tracking Based on Correlation Filter
The Discriminative Correlation Filter (CF) uses a circulant convolution ...
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12/06/2019
Does Knowledge Transfer Always Help to Learn a Better Policy?
One of the key approaches to save samples when learning a policy for a r...
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07/02/2019
CSSegNet: Fine-Grained Cardiac Structures Segmentation Using Dilated Pyramid Pooling in U-net
Cardiac structure segmentation plays an important role in medical analys...
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12/03/2018
